A spectrum of physics-informed Gaussian processes for regression in engineering

Elizabeth J. Cross, Timothy James Rogers, Daniel James Pitchforth, Samuel J. Gibson, Sikai Zhang, Matthew R. Jones
ISSN / E-ISSN
— / —
DOI
10.1017/dce.2024.2 ↗
Volume · Issue · Pages
5 · — · —
Publisher
Cambridge University Press
Article URL
https://doi.org/10.1017/dce.2024.2 ↗
Article details
Unverified
Publication date (each date has its type and source)
01 Jan 2024
OpenAlex publication date · source: OpenAlex
Dates on record for this article
TypeDateSource
OpenAlex publication date01 Jan 2024 OpenAlex

Keywords (as given): physics-informed Gaussian processes; Gaussian process regression; structural assessment; interpretability; expert knowledge integration

HEC Status at Publication Not the journal's current status

HEC Status at PublicationConclusive
HEC status at publication Recognized X
Based on the recorded HEC dataset applicable to the article's publication date. Listed as X in the HEC list for 2023–24.
Journal
Data-Centric Engineering
Publication date used
01 Jan 2024 (OpenAlex publication date)
Applicable HEC period
2023–24 (version 1) · 01 Jul 2023 – 30 Sep 2024
Category
X
Recognition status
Recognized (OK_RECORD_FOUND)
Source
HJRS 2023-24 page 2084, row 14736
Verification status
Verified against source · last verified 23 Sep 2026
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